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Methods
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General
Attention
50 methods
9205 papers with code
Stochastic Optimization
48 methods
6758 papers with code
Regularization
43 methods
15013 papers with code
Activation Functions
38 methods
17164 papers with code
Attention Mechanisms
32 methods
4761 papers with code
See all 57 categories
Computer Vision
Convolutional Neural Networks
102 methods
3556 papers with code
Image Model Blocks
79 methods
4250 papers with code
Generative Models
63 methods
4766 papers with code
Object Detection Models
45 methods
1245 papers with code
Image Feature Extractors
39 methods
81 papers with code
See all 47 categories
Natural Language Processing
Language Models
50 methods
2656 papers with code
Transformers
38 methods
5339 papers with code
Word Embeddings
13 methods
587 papers with code
Attention Patterns
6 methods
159 papers with code
Synthesized Attention Mechanisms
4 methods
4 papers with code
See all 17 categories
Reinforcement Learning
Policy Gradient Methods
20 methods
550 papers with code
Off-Policy TD Control
14 methods
859 papers with code
Q-Learning Networks
9 methods
303 papers with code
Value Function Estimation
5 methods
91 papers with code
On-Policy TD Control
5 methods
35 papers with code
See all 14 categories
Audio
Generative Audio Models
11 methods
195 papers with code
Audio Model Blocks
11 methods
45 papers with code
Text-to-Speech Models
7 methods
65 papers with code
Speech separation
2 methods
5 papers with code
Audio Artifact Removal
1 method
16 papers with code
See all 9 categories
Sequential
Recurrent Neural Networks
31 methods
3843 papers with code
Sequence To Sequence Models
15 methods
632 papers with code
Temporal Convolutions
7 methods
149 papers with code
Time Series Analysis
6 methods
93 papers with code
Bidirectional Recurrent Neural Networks
4 methods
495 papers with code
See all 7 categories
Graphs
Graph Models
21 methods
898 papers with code
Graph Embeddings
20 methods
1881 papers with code